PHPcon Niigata talk: 7 keys to team development with generative AI
4310sy · x · 2026-11-14
Insurtech Lab presented "7 points for team development with generative AI" at PHP Conference Niigata, borrowing the observational lens from the manga Ruri no Houseki — seeing a wide world in a single grain of sand — and framing AI development as scientific exploration: observe, hypothesize, experiment, update.
The 7 points: observation, knowledge, experiment, data, concrete vs. abstract, diverse teams, and the field (genba).
The talk pushes back on the "AI makes building easy, engineers are obsolete" narrative, showing that even a single feature involves layered management perspectives — product, platform, project, and people — all of which still matter in the AI era. The reposter says it's worth sharing and reading together at work.
More from coding & agent
- Agent skills are everywhere — but they're just markdown files installed via npx — kylegawley · 2026-11-14
- Put your codebase on intermittent fasting: schedule what your agent may touch — vincent_koc · 2026-11-14
- HeyGen open-sources Hyperframes: HTML/CSS animations in, deterministic MP4 out for coding agents — victor_explore · 2026-11-14
- Dynamic tool discovery instead of loading every MCP schema upfront — worth the overhead? — Beginning-Fudge-5025 · 2026-11-14
- I asked my agent to purge 1M lines of code — tests now make up 60% of 13M — vincent_koc · 2026-11-14
- Claude Code client UI is now customizable, dev builds a personal workbench sidebar — xiaohu · 2026-11-14